-
Notifications
You must be signed in to change notification settings - Fork 3
/
Python每日一谈|No.40.拉式图ipynb
392 lines (392 loc) · 129 KB
/
Python每日一谈|No.40.拉式图ipynb
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
{
"cells": [
{
"cell_type": "markdown",
"id": "3491b12d-0577-4dfc-998a-fc9f27556d71",
"metadata": {},
"source": [
"# 使用python来绘制拉氏图"
]
},
{
"cell_type": "markdown",
"id": "02bf884f-5e8a-4cc1-9bb2-c75884b03752",
"metadata": {},
"source": [
"拉氏图简介\n",
"\n",
"拉氏构象图,由氨基酸二面角(Φ、Ψ)构成的图形。\n",
"以Φ为横坐标,以Ψ为纵坐标,在坐标图上标出,\n",
"该坐标图称拉氏构象图(The Ramachandran Diagram)"
]
},
{
"cell_type": "markdown",
"id": "1a4e6617-15c9-489c-849e-b7ef1ab1cd8c",
"metadata": {},
"source": [
"需要\n",
"+ PDB结构蛋白文件\n",
"+ python 包:RamachanDraw"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "6cca7d61-dc5e-432a-800e-f7e99e74376d",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple\n",
"Collecting RamachanDraw\n",
" Downloading https://pypi.tuna.tsinghua.edu.cn/packages/4f/80/27dfbf1451a7b69b21143caa099560e1bb61044f4dd026640e02a95ca86b/RamachanDraw-0.2.3-py3-none-any.whl (82 kB)\n",
"\u001b[K |████████████████████████████████| 82 kB 14 kB/s eta 0:00:0101\n",
"\u001b[?25hRequirement already satisfied: matplotlib>=3.1.2 in /Users/sujiaqi/miniconda3/envs/pro_design/lib/python3.7/site-packages (from RamachanDraw) (3.4.1)\n",
"Collecting rich>=9.3\n",
" Downloading https://pypi.tuna.tsinghua.edu.cn/packages/6b/39/fbe8d15f0b017d63701f2a42e4ccb9a73cd4175e5c56214c1b5685e3dd79/rich-10.2.2-py3-none-any.whl (203 kB)\n",
"\u001b[K |████████████████████████████████| 203 kB 10 kB/s eta 0:00:014\n",
"\u001b[?25hRequirement already satisfied: biopython>=1.75 in /Users/sujiaqi/miniconda3/envs/pro_design/lib/python3.7/site-packages (from RamachanDraw) (1.78)\n",
"Requirement already satisfied: numpy in /Users/sujiaqi/miniconda3/envs/pro_design/lib/python3.7/site-packages (from biopython>=1.75->RamachanDraw) (1.20.2)\n",
"Requirement already satisfied: cycler>=0.10 in /Users/sujiaqi/miniconda3/envs/pro_design/lib/python3.7/site-packages (from matplotlib>=3.1.2->RamachanDraw) (0.10.0)\n",
"Requirement already satisfied: kiwisolver>=1.0.1 in /Users/sujiaqi/miniconda3/envs/pro_design/lib/python3.7/site-packages (from matplotlib>=3.1.2->RamachanDraw) (1.3.1)\n",
"Requirement already satisfied: python-dateutil>=2.7 in /Users/sujiaqi/miniconda3/envs/pro_design/lib/python3.7/site-packages (from matplotlib>=3.1.2->RamachanDraw) (2.8.1)\n",
"Requirement already satisfied: pillow>=6.2.0 in /Users/sujiaqi/miniconda3/envs/pro_design/lib/python3.7/site-packages (from matplotlib>=3.1.2->RamachanDraw) (8.1.2)\n",
"Requirement already satisfied: pyparsing>=2.2.1 in /Users/sujiaqi/miniconda3/envs/pro_design/lib/python3.7/site-packages (from matplotlib>=3.1.2->RamachanDraw) (2.4.7)\n",
"Requirement already satisfied: six in /Users/sujiaqi/miniconda3/envs/pro_design/lib/python3.7/site-packages (from cycler>=0.10->matplotlib>=3.1.2->RamachanDraw) (1.15.0)\n",
"Collecting commonmark<0.10.0,>=0.9.0\n",
" Downloading https://pypi.tuna.tsinghua.edu.cn/packages/b1/92/dfd892312d822f36c55366118b95d914e5f16de11044a27cf10a7d71bbbf/commonmark-0.9.1-py2.py3-none-any.whl (51 kB)\n",
"\u001b[K |████████████████████████████████| 51 kB 16 kB/s eta 0:00:0101\n",
"\u001b[?25hRequirement already satisfied: pygments<3.0.0,>=2.6.0 in /Users/sujiaqi/miniconda3/envs/pro_design/lib/python3.7/site-packages (from rich>=9.3->RamachanDraw) (2.8.1)\n",
"Requirement already satisfied: typing-extensions<4.0.0,>=3.7.4 in /Users/sujiaqi/miniconda3/envs/pro_design/lib/python3.7/site-packages (from rich>=9.3->RamachanDraw) (3.7.4.3)\n",
"Requirement already satisfied: colorama<0.5.0,>=0.4.0 in /Users/sujiaqi/.local/lib/python3.7/site-packages (from rich>=9.3->RamachanDraw) (0.4.4)\n",
"\u001b[33mWARNING: Error parsing requirements for urllib3: [Errno 2] No such file or directory: '/Users/sujiaqi/miniconda3/envs/pro_design/lib/python3.7/site-packages/urllib3-1.26.4.dist-info/METADATA'\u001b[0m\n",
"Installing collected packages: commonmark, rich, RamachanDraw\n",
"Successfully installed RamachanDraw-0.2.3 commonmark-0.9.1 rich-10.2.2\n"
]
}
],
"source": [
"!pip install RamachanDraw"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "04e1cede-aba0-4ef7-ba0b-dad01dc07dc8",
"metadata": {},
"outputs": [],
"source": [
"# 从PDB数据库中获得PDB蛋白中获取蛋白1fdh"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "5580ab80-1355-40a8-b9bb-b355b9f94a1d",
"metadata": {},
"outputs": [],
"source": [
"import RamachanDraw\n",
"from RamachanDraw import fetch, phi_psi, plot"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "d794851d-1c5a-449d-ac0c-7b6954cdbfce",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Downloading PDB structure '1MBN'...\n"
]
},
{
"data": {
"text/plain": [
"'PDB/pdb1mbn.ent'"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# PDB id to be downloaded\n",
"PDB_id = '1MBN'\n",
"fetch(PDB_id)"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "ee22ee96-e9a0-44dd-b0ff-79b59d9ba166",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 550x500 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# 绘制拉式图\n",
"plot('PDB/pdb1mbn.ent')"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "93deffde-241b-4e8c-a5e5-d08c98ea8f82",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"font-style: italic\"> Ignored residues </span>\n",
"┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓\n",
"┃<span style=\"font-weight: bold\"> Aminoacid </span>┃<span style=\"font-weight: bold\"> φ-ψ </span>┃\n",
"┃<span style=\"font-weight: bold\"> residue </span>┃<span style=\"font-weight: bold\"> angles </span>┃\n",
"┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
"│<span style=\"color: #800000; text-decoration-color: #800000\"> VAL1 </span>│ (None, -0.9957294083533922) │\n",
"│<span style=\"color: #800000; text-decoration-color: #800000\"> GLY153 </span>│ (-0.9869091918795888, None) │\n",
"└───────────┴─────────────────────────────┘\n",
"</pre>\n"
],
"text/plain": [
"\u001b[3m Ignored residues \u001b[0m\n",
"┏━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓\n",
"┃\u001b[1m \u001b[0m\u001b[1mAminoacid\u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m φ-ψ \u001b[0m\u001b[1m \u001b[0m┃\n",
"┃\u001b[1m \u001b[0m\u001b[1mresidue \u001b[0m\u001b[1m \u001b[0m┃\u001b[1m \u001b[0m\u001b[1m angles \u001b[0m\u001b[1m \u001b[0m┃\n",
"┡━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩\n",
"│\u001b[31m \u001b[0m\u001b[31mVAL1 \u001b[0m\u001b[31m \u001b[0m│ (None, -0.9957294083533922) │\n",
"│\u001b[31m \u001b[0m\u001b[31mGLY153 \u001b[0m\u001b[31m \u001b[0m│ (-0.9869091918795888, None) │\n",
"└───────────┴─────────────────────────────┘\n"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# 获取一个字典来存储氨基酸,phi和psi角的信息\n",
"phi_psi_dict, ignored_res = phi_psi('PDB/pdb1mbn.ent', return_ignored=True)"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "4de10ec6-4e7f-4903-a0e6-601fb7dcd91a",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'VAL1': (None, -0.9957294083533922),\n",
" 'LEU2': (-0.799235749696787, 2.3313452806370405),\n",
" 'SER3': (-0.8651132187681491, 2.6190998316693728),\n",
" 'GLU4': (-0.7925565740424723, -1.046381972557746),\n",
" 'GLY5': (-0.8796635811649264, -0.9632433173107866),\n",
" 'GLU6': (-0.980362063302108, -0.6896096330495),\n",
" 'TRP7': (-1.1023120903925436, -0.7988390311490624),\n",
" 'GLN8': (-0.6358912538282976, -1.0588515351650265),\n",
" 'LEU9': (-1.1114181141850508, -0.8975126287027947),\n",
" 'VAL10': (-0.9017662821328788, -0.7722244695645458),\n",
" 'LEU11': (-1.1810485680131824, -0.7131168770974838),\n",
" 'HIS12': (-1.1680406464184123, -0.6591736378845469),\n",
" 'VAL13': (-1.0721479130176856, -0.7868812088217884),\n",
" 'TRP14': (-0.8958174974803828, -1.1433170461509623),\n",
" 'ALA15': (-0.6926123264883218, -0.6185782391921386),\n",
" 'LYS16': (-1.3010185210805365, -0.8066985157055631),\n",
" 'VAL17': (-1.0409838685485693, -0.5236030818156246),\n",
" 'GLU18': (-1.163901915280563, -0.28359266319279863),\n",
" 'ALA19': (-1.1751487422733826, -0.6383486979277194),\n",
" 'ASP20': (-2.564885861308392, 1.251669068030798),\n",
" 'VAL21': (-0.7864893753266332, -1.0454314824397348),\n",
" 'ALA22': (-1.0012580223485477, -0.6708274210837253),\n",
" 'GLY23': (-0.9946678186881427, -1.1623946502205116),\n",
" 'HIS24': (-0.8396121443698766, -0.886066795818875),\n",
" 'GLY25': (-0.9299237216135283, -0.9343119507703977),\n",
" 'GLN26': (-0.8508294148952286, -1.0011047488610743),\n",
" 'ASP27': (-0.686228770633187, -1.3106938842162774),\n",
" 'ILE28': (-0.7224716783012144, -0.9287901076448889),\n",
" 'LEU29': (-0.7882186678558061, -1.1192019217724598),\n",
" 'ILE30': (-0.9112458328120715, -0.8993090584408665),\n",
" 'ARG31': (-0.8318762484285998, -0.9631457223728467),\n",
" 'LEU32': (-1.005422619475112, -0.949584479803284),\n",
" 'PHE33': (-0.9884143442049225, -0.7095804510618733),\n",
" 'LYS34': (-1.190969665250007, -0.8396525920874178),\n",
" 'SER35': (-1.2559821398265854, -0.6890950089480321),\n",
" 'HIS36': (-2.2966622716230973, 1.5330835041406217),\n",
" 'PRO37': (-0.9262324927999376, -0.47279365380678706),\n",
" 'GLU38': (-0.9972426203027414, -0.816719211984773),\n",
" 'THR39': (-0.8892204730374399, -0.7131535337289567),\n",
" 'LEU40': (-1.3738206109282571, -0.7125096368967371),\n",
" 'GLU41': (-0.780383955297622, -0.6563109947080487),\n",
" 'LYS42': (-1.2321014467702027, -0.31999147594017485),\n",
" 'PHE43': (-1.7290337718800826, 1.9248496644285629),\n",
" 'ASP44': (-1.0686961200587914, -0.7643788739834673),\n",
" 'ARG45': (-1.1197448223850237, -0.2164946988734361),\n",
" 'PHE46': (-2.0846147029641586, -0.41199796042099557),\n",
" 'LYS47': (-0.7065956549636305, -0.8879917724969159),\n",
" 'HIS48': (-0.71369690968539, -0.6409709263570803),\n",
" 'LEU49': (-0.8864549841912317, 1.9132017168304376),\n",
" 'LYS50': (-1.6299859387149713, -0.7850269460037494),\n",
" 'THR51': (-2.052347898137186, 3.028466618734926),\n",
" 'GLU52': (-1.2389226996224878, -0.6157905059974326),\n",
" 'ALA53': (-0.9430046239717251, -1.0742152420027387),\n",
" 'GLU54': (-0.7498535746496716, -1.0096225641254168),\n",
" 'MET55': (-0.8246720984016259, -1.1646063102840745),\n",
" 'LYS56': (-1.0116756446411113, -0.543277636774332),\n",
" 'ALA57': (-1.1042119204386784, -0.8831745638001569),\n",
" 'SER58': (-1.053056713569665, 2.1971283417378444),\n",
" 'GLU59': (-1.3183878093019115, -0.4949333694563543),\n",
" 'ASP60': (-1.2073499714489109, -0.6443009294010176),\n",
" 'LEU61': (-0.9228733340409144, -0.98782785079436),\n",
" 'LYS62': (-0.7276742339887358, -1.3364351881180967),\n",
" 'LYS63': (-0.6120752996894004, -0.7619955881091686),\n",
" 'HIS64': (-0.9866487196814214, -0.9189184435016107),\n",
" 'GLY65': (-0.9212780560090766, -0.7617633961830281),\n",
" 'VAL66': (-0.9412391642026069, -0.9995169522790223),\n",
" 'THR67': (-0.8374462815976017, -1.0557488670790423),\n",
" 'VAL68': (-0.9328096596956927, -0.9501463801416651),\n",
" 'LEU69': (-0.912530744127999, -0.781805644801136),\n",
" 'THR70': (-0.9720672169210828, -0.9310813467053327),\n",
" 'ALA71': (-0.9974497430128219, -0.8221825832668451),\n",
" 'LEU72': (-0.8426270103796294, -1.0408226941252596),\n",
" 'GLY73': (-0.9714417656524211, -0.8541101402611343),\n",
" 'ALA74': (-0.820738617191227, -0.8492784394801335),\n",
" 'ILE75': (-1.118920865527748, -0.8334457606877755),\n",
" 'LEU76': (-0.8535845745669262, -1.2329538269866105),\n",
" 'LYS77': (-0.6808345700923267, -0.40503573033250784),\n",
" 'LYS78': (-1.4602052235626906, 0.04476653144318092),\n",
" 'LYS79': (0.6707368203178267, 0.8302555713484288),\n",
" 'GLY80': (1.6680686039015096, -0.4394949742084001),\n",
" 'HIS81': (-1.5884470770587789, 1.006761091399266),\n",
" 'HIS82': (-1.6437610173612072, 0.06809320434223194),\n",
" 'GLU83': (-0.6612575130022896, -0.8825723616978388),\n",
" 'ALA84': (-0.7120713487096739, -0.9815363160809619),\n",
" 'GLU85': (-1.3515907027031078, -0.7367886429926627),\n",
" 'LEU86': (-0.9975642968338545, -0.7633346123351235),\n",
" 'LYS87': (-0.781873784102178, -1.2534904533573477),\n",
" 'PRO88': (-0.7015551350906076, -0.7043476419992851),\n",
" 'LEU89': (-1.2230228459796735, -0.836428114073012),\n",
" 'ALA90': (-0.9598250423214364, -0.8456414554895575),\n",
" 'GLN91': (-1.020336014502944, -0.9790645109113186),\n",
" 'SER92': (-0.888033640033255, -1.0005327561090405),\n",
" 'HIS93': (-1.076277160722334, -0.7471445050281031),\n",
" 'ALA94': (-1.2930175548494864, -0.9043255340943098),\n",
" 'THR95': (-1.310202891847415, -0.25287277135037356),\n",
" 'LYS96': (-2.4084640761373177, -1.0914785309716524),\n",
" 'HIS97': (-0.933561957437702, -0.6794651891069535),\n",
" 'LYS98': (1.1334126927021675, 0.6453806856147666),\n",
" 'ILE99': (-1.5687086417748781, 1.899610840765197),\n",
" 'PRO100': (-1.0602553385742393, 2.356876823786706),\n",
" 'ILE101': (-0.7798650129010217, -0.552508596923811),\n",
" 'LYS102': (-0.9722439115836502, -0.5699934139775127),\n",
" 'TYR103': (-1.2757435943037991, -0.7958495006618674),\n",
" 'LEU104': (-0.9539889427611903, -0.7180600871917524),\n",
" 'GLU105': (-1.2186096129307673, -0.9856571468641238),\n",
" 'PHE106': (-0.7775893115831648, -1.2753157164790494),\n",
" 'ILE107': (-0.6945639332396614, -0.9284576588771334),\n",
" 'SER108': (-0.7108611999599039, -0.6636309515395042),\n",
" 'GLU109': (-1.1749421627781533, -1.247063702907893),\n",
" 'ALA110': (-0.6273022324854546, -0.7579713320160087),\n",
" 'ILE111': (-0.8065929507494174, -1.105722402531959),\n",
" 'ILE112': (-1.232695431411501, -0.573204509591698),\n",
" 'HIS113': (-1.0779973178809001, -1.0155182798903861),\n",
" 'VAL114': (-0.8049388093090041, -0.906061192192025),\n",
" 'LEU115': (-0.9869673928263759, -0.7938859883198703),\n",
" 'HIS116': (-1.0731257785778834, -1.1930341738628134),\n",
" 'SER117': (-0.5093297264022879, -0.9247265999767221),\n",
" 'ARG118': (-1.5484397107575067, -0.12833651865110124),\n",
" 'HIS119': (-2.5042748243609605, 1.363819910166988),\n",
" 'PRO120': (-0.9884368824060882, -1.0488795530975459),\n",
" 'GLY121': (-1.2742789891380804, -0.801863192250977),\n",
" 'ASP122': (-1.0470422220736526, -0.5213742378985067),\n",
" 'PHE123': (-2.0991447366488214, 1.1545856343047847),\n",
" 'GLY124': (-1.2772374783638794, -2.9468902765044866),\n",
" 'ALA125': (-0.8988741962494499, -0.7140536658720922),\n",
" 'ASP126': (-0.958607286476578, -0.8786986820842273),\n",
" 'ALA127': (-1.1561457723471134, -0.7969274168962844),\n",
" 'GLN128': (-0.8781924356869087, -0.8256323381899372),\n",
" 'GLY129': (-1.2227312972404358, -0.8048391968395904),\n",
" 'ALA130': (-0.8679305144197629, -1.1100131406811382),\n",
" 'MET131': (-0.7650426213309978, -0.9425651510310751),\n",
" 'ASN132': (-1.0104022539159259, -0.8015951850454608),\n",
" 'LYS133': (-0.9254110505766493, -1.0902559850171079),\n",
" 'ALA134': (-0.7153797157327023, -0.9221166703517173),\n",
" 'LEU135': (-0.9719888050574361, -0.8926209844804964),\n",
" 'GLU136': (-1.0154264676164773, -0.5758224457400574),\n",
" 'LEU137': (-1.031344690132501, -0.8818980487385771),\n",
" 'PHE138': (-1.0333301775746655, -0.7684822435450136),\n",
" 'ARG139': (-0.9865045918903222, -0.9635472658046778),\n",
" 'LYS140': (-0.7625095677432426, -1.0311623989126473),\n",
" 'ASP141': (-1.0990573047428311, -0.7274849889226416),\n",
" 'ILE142': (-1.1680173182655067, -0.6178145167498781),\n",
" 'ALA143': (-1.012289461356022, -0.9014442743860962),\n",
" 'ALA144': (-0.8728962076882008, -0.9744445785371159),\n",
" 'LYS145': (-0.9481676390414415, -0.711864485667957),\n",
" 'TYR146': (-0.9386399558619817, -1.1150562583762371),\n",
" 'LYS147': (-0.7137550216472369, -1.2385746096854249),\n",
" 'GLU148': (-0.4711635449047379, -1.0808810939758642),\n",
" 'LEU149': (-1.0271483066106855, -0.4278424488609492),\n",
" 'GLY150': (1.6659164244914124, 0.49043706374166773),\n",
" 'TYR151': (-1.9547473123055519, -3.1105849037160307),\n",
" 'GLN152': (1.5275199900839558, 1.355878818994415),\n",
" 'GLY153': (-0.9869091918795888, None)}"
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"phi_psi_dict"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "00dcb498-046f-470c-a3c4-e8b7561dfa3c",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.0"
}
},
"nbformat": 4,
"nbformat_minor": 5
}